Frank Hutter Postdoctoral Research Fellow University of British Columbia Department of Computer Science 2366 Main Mall Vancouver BC,  V6T 1Z4 Canada Phone: +1 (778) 229-7936 (cell) hutter at cs dot ubc dot ca

 

I am a postdoctoral research fellow at the Computer Science Department of the University of British Columbia in Vancouver, Canada, working with Prof. Holger Hoos and Prof. Kevin Leyton-Brown. 

I am on the job market, so if you hear of any cool opportunities, please let me know :-)

Research Interests

• Computer-Aided Algorithm Design
• Algorithm Configuration (searching the combinatorial design space spanned by an algorithm’s parameters)
• Algorithm Selection (selecting the best algorithm on a per-instance basis)
• Statistical Modelling of Algorithm Performance (helping algorithm designers understand the importance and interplay between algorithmic components and instance characteristics)
• Artificial Intelligence
• Combinatorial optimization
• Machine learning
• Bayesian Optimization
• Empirical algorithmics

Core research topic:

My research aims to improve our ability to solve hard computational problems of importance to society and industry, by automating core parts of the scientific design and analysis of algorithms for solving such problems.
I recently gave a Google tech talk on this topic; you can watch it on youtube.

Education

• I completed my PhD at UBC in October 2009
• Primary supervisor Prof. Holger Hoos, co-supervisors: Prof. Kevin Leyton-Brown and Prof. Kevin Murphy. 
• My dissertation "Automated Configuration of Algorithms for Solving Hard Computational Problems"  received the 2010 CAIAC doctoral dissertation award for the best thesis in Artificial Intelligence completed at a Canadian University in 2009.
• I earned a MSc (German "Diplom") at Darmstadt University of Technology
• Primary supervisor: Prof. Thomas Stützle, co-supervisor: Prof. Holger Hoos

Affiliations

I am a member of Computer Science Department of the University of British Columbia, specifically of the Laboratory for Computational Intelligence (LCI) and the Bioinformatics and Empirical & Theoretical Algorithmics Laboratory (BETA). I organize the Empirical Algorithmics Reading Group (EARG).

• I co-organized the NIPS 2011 workshop on Bayesian optimization, experimental design, and bandits. 
• I co-organized the Doctoral Symposium on Engineering Stochastic Local Search Algorithms (SLS-DS-09)
• I co-organized the AAAI-06 workshop on Learning for Search.

For more information, please see my publication page and my academic CV.